============================================================== Call for Participation LxMLS 2025 - 15th Lisbon Machine Learning School ==============================================================

We invite everyone interested in Machine Learning and Natural Language Processing to attend the 15th Lisbon Machine Learning School - LxMLS 2025.

Important Dates --------------- * Application Deadline: April 28th * Notification of Admission: May 13th * Early registration: June 27th * Late registration: July 12th * Summer School: July 19th-25th

Topics and Intended Audience --------------- The school will cover a range of Machine Learning (ML) topics, from theory to practice, that are important in solving Natural Language Processing (NLP) problems that arise in the analysis and use of Web data.

Our target audience is: * Researchers and graduate students in the fields of NLP and Computational Linguistics; * Computer scientists who have interests in statistics and machine learning; * Industry practitioners who desire a more in depth understanding of these subjects.

Features of LxMLS: * No deep previous knowledge of ML or NLP is required, but the attendants are assumed to have some basic background on mathematics and programming; * Days are divided into morning lectures and afternoon lab sessions and practical talks (see schedule); * The Labs guide will be provided one month in advance. Last year's guide is available on the website. * The first day is scheduled to review basic concepts and introduce the necessary tools for implementation exercises * Both basic (e.g linear classifiers) and advanced topics (e.g. deep learning and transformers) will be covered * Welcome reception, Banquet, daily lunch as well as morning and afternoon coffee breaks are included in the application fee * Lecturers are leading researchers in machine learning and natural language processing

List of Confirmed Speakers ---------------

ADÈLE H. RIBEIRO Philipps-Universität Marburg | Germany ANDRÉ MARTINS University of Lisbon & Unbabel | Portugal BEIDI CHEN Carnegie Mellon University | USA BHIKSHA RAJ Carnegie Mellon University | USA DESMOND ELLIOTT University Of Copenhagen | Denmark KYUNGHYUN CHO New York University | USA LUCAS DIXON Google DeepMind MÁRIO FIGUEIREDO University of Lisbon | Portugal MAXIME PEYRARD Computer Science Laboratory of Grenoble | France NOAH SMITH University of Washington & Allen Institute for Artificial Intelligence | USA SARA HOOKER Cohere for AI | Canada SLAV PETROV Google Inc. | USA SWETA AGRAWAL Google

Please visit our webpage for up-to-date information: http://lxmls.it.pt/2025/ http://lxmls.it.pt/2025/ Apply here: http://tiny.cc/apply-lxmls2025 http://tiny.cc/apply-lxmls2025 Any questions should be directed to: lxmls-2025@googlegroups.com mailto:lxmls-2025@googlegroups.com

We are looking forward to your participation!

-- The organizers of LxMLS’2025.